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ChinaMedia and entertainment2023 – ongoing

iQIYI

Xingluo AIGC platform and script-analysis language models

iQIYI said its in-house AIGC platform produced more than 700,000 promo items and lifted ad ROI by 20 percentage points

WorkingCompany's own claimOfficial ↗

Problem

iQIYI needs large volumes of promotional video, text and image material for its content albums, and needs to assess scripts before production.

Approach

iQIYI built Xingluo, an AIGC platform that uses large language models to understand long-form video storylines and generate promo videos, narrations and images. Separate language models extract scenes and characters from scripts to support evaluation, budgeting and resource planning. The company also used generative AI to make ad creatives for performance advertising.

Results

over 90%accuracy of the script models in breaking down scenes and characters, per iQIYICompany's own claim[1]
more than 700,000promotional video, text and image items produced with AIGC for tens of thousands of content albums, per iQIYICompany's own claim[1]
20 percentage pointsincrease in ROI for performance ad content made with generative AI, per iQIYICompany's own claim[1]

Takeaway

The figures are iQIYI's own claims from a press release. The company did not say what baseline the ROI gain was measured against.

Categories

Innovation type
Process innovation
AI technology
Generative AI
Evidence
Company's own claim

Sources

  1. iQIYI Leverages AIGC to Improve Content Production and Marketing Efficiency
    Kyodo News PR Wire (iQIYI release)25 Aug 2023Company publication

Source summaries

[1]Kyodo News PR Wire (iQIYI release)25 Aug 2023

iQIYI's release describes the Xingluo platform and its script-analysis models. It reports over 90% accuracy in scene and character breakdown, more than 700,000 promo items produced, and a 20 percentage point ROI increase for performance ads.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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